Demanded Scale for Modern Numerical Optimisation

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Abstract

Modern online services facilitate many aspects of the human life
such as goods and food shopping and delivery. The number of requested services is growing fast and at the same time can be seen growth of unattended
constraints, unforeseen limitations and accidental events which affect the quality and feasibility of the service. Efficient management of online delivery requires optimisation at appropriate scale. This article discusses examples of
online delivery services, which require optimization, points out advantages, and
limitations, highlights their scale and the role of numerical methods for reducing the cost and time for delivery. Initial investigation illustrates algorithms capabilities to resolve such tasks and discusses current issues. Experimental results on high dimensional tests and consideration of further work conclude the
article.
Original languageEnglish
Title of host publicationNumerical Methods and Applications
Subtitle of host publication10th International Conference, NMA 2022, Borovets, Bulgaria, August 22–26, 2022, Proceedings
EditorsIvan Georgiev, Maria Datcheva, Krassimir Georgiev, Geno Nikolov
PublisherSpringer
Pages271-278
Number of pages8
ISBN (Electronic)978-3-031-32412-3
ISBN (Print)9783031324116
DOIs
Publication statusPublished - 16 May 2023

Publication series

NameLecture Notes in Computer Science
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

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